Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 215 243 246
Rank change year-on-year +28 +3 +59
Permanent jobs citing Scala 73 60 87
As % of all permanent IT jobs advertised in Yorkshire 0.92% 0.61% 0.79%
As % of the Programming Languages category 1.75% 1.18% 1.57%
Number of salaries quoted 54 51 60
Yorkshire median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £28,750 £38,750 £36,500
90th Percentile £62,500 £63,250 £71,250
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% +4.00%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 4,170 5,067 5,555
As % of all permanent IT jobs advertised in Yorkshire 52.71% 51.55% 50.15%
Number of salaries quoted 3,491 4,390 4,822
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £28,750 £26,500 £26,500
90th Percentile £60,000 £60,000 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 14 December 2018.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 14 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +34 59 £50,000 -4.76% 14
South Yorkshire +5 11 £47,500 +5.56% 8
North Yorkshire - 3 £44,000 -
Scala
England

For the 6 months to 14 December 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 65 (89.04%) Java
2 64 (87.67%) Agile Software Development
3 38 (52.05%) TDD
4 33 (45.21%) MongoDB
5 30 (41.10%) Spring
5 30 (41.10%) Continuous Integration
5 30 (41.10%) Jenkins
6 27 (36.99%) Docker
6 27 (36.99%) Spring Boot
7 26 (35.62%) Kubernetes
7 26 (35.62%) Scrum
8 25 (34.25%) BDD
9 24 (32.88%) Python
10 23 (31.51%) JavaScript
10 23 (31.51%) Amazon AWS
10 23 (31.51%) Ruby
11 22 (30.14%) SQL
11 22 (30.14%) Kotlin
12 20 (27.40%) Software Engineering
13 19 (26.03%) MySQL
13 19 (26.03%) Finance
14 18 (24.66%) C#
14 18 (24.66%) DevOps
15 17 (23.29%) Kafka
15 17 (23.29%) Test Automation
16 16 (21.92%) Apache Cassandra
16 16 (21.92%) NoSQL
17 15 (20.55%) Microservices
17 15 (20.55%) Java 8
18 14 (19.18%) React

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (15.07%) Apache Spark
2 3 (4.11%) Apache Pig
3 2 (2.74%) SAS
4 1 (1.37%) Confluence
4 1 (1.37%) Elasticsearch
4 1 (1.37%) IBM Notes
Applications
1 1 (1.37%) Microsoft Excel
1 1 (1.37%) Microsoft PowerPoint
1 1 (1.37%) MS Visio
Cloud Services
1 23 (31.51%) Amazon AWS
2 10 (13.70%) G Suite
2 10 (13.70%) Office 365
3 6 (8.22%) Amazon Kinesis
4 5 (6.85%) Amazon SageMaker
5 4 (5.48%) GitHub
6 2 (2.74%) Microsoft Azure
7 1 (1.37%) Amazon EC2
7 1 (1.37%) Amazon EMR
7 1 (1.37%) Amazon S3
7 1 (1.37%) AWS Lambda
7 1 (1.37%) Serverless
Communications & Networking
1 6 (8.22%) HTTP
Database & Business Intelligence
1 33 (45.21%) MongoDB
2 19 (26.03%) MySQL
3 16 (21.92%) Apache Cassandra
3 16 (21.92%) NoSQL
4 14 (19.18%) Riak
5 10 (13.70%) Hadoop
6 8 (10.96%) Apache Hive
6 8 (10.96%) Big Data
7 6 (8.22%) Amazon RDS
7 6 (8.22%) Amazon Redshift
7 6 (8.22%) Redis
8 5 (6.85%) Amazon Aurora
8 5 (6.85%) Data Lake
8 5 (6.85%) Data Warehouse
8 5 (6.85%) Pentaho
8 5 (6.85%) Snowflake Schema
9 4 (5.48%) Spark SQL
10 3 (4.11%) SQL Server
10 3 (4.11%) SQL Server Integration Services
10 3 (4.11%) Sqoop
Development Applications
1 30 (41.10%) Jenkins
2 11 (15.07%) Appium
2 11 (15.07%) Atlassian Bamboo
2 11 (15.07%) Buildbot
2 11 (15.07%) Cucumber
2 11 (15.07%) Ranorex
2 11 (15.07%) Selenium
2 11 (15.07%) SoapUI
3 10 (13.70%) Gatling
3 10 (13.70%) JMeter
3 10 (13.70%) NeoLoad
3 10 (13.70%) WATIR
3 10 (13.70%) WebLOAD
4 6 (8.22%) JUnit
5 3 (4.11%) Git (software)
6 2 (2.74%) JIRA
6 2 (2.74%) Subversion
7 1 (1.37%) Maven
General
1 19 (26.03%) Finance
2 11 (15.07%) Retail
3 1 (1.37%) Back Office
3 1 (1.37%) Financial Institution
Job Titles
1 53 (72.60%) Developer
2 32 (43.84%) Java Developer
3 11 (15.07%) Scala Developer
4 10 (13.70%) Developer in Test
4 10 (13.70%) Java Scala Developer
4 10 (13.70%) Lead Developer
4 10 (13.70%) Lead Software Developer
4 10 (13.70%) Software Developer
5 8 (10.96%) Junior
5 8 (10.96%) Junior Developer
5 8 (10.96%) Junior Java Developer
5 8 (10.96%) Software Engineer
6 7 (9.59%) Java Engineer
6 7 (9.59%) Java Scala Software Engineer
6 7 (9.59%) Java Software Engineer
6 7 (9.59%) Scala Software Engineer
7 5 (6.85%) ETL Developer
8 4 (5.48%) Senior Developer
9 3 (4.11%) MongoDB Developer
9 3 (4.11%) Ruby Developer
Libraries, Frameworks & Software Standards
1 30 (41.10%) Spring
2 27 (36.99%) Spring Boot
3 17 (23.29%) Kafka
4 14 (19.18%) AngularJS
4 14 (19.18%) Node.js
4 14 (19.18%) React
5 13 (17.81%) Dropwizard
5 13 (17.81%) RabbitMQ
6 12 (16.44%) HTML
7 8 (10.96%) REST
8 7 (9.59%) Web Services
9 6 (8.22%) CSS
10 4 (5.48%) Spark Streaming
11 3 (4.11%) JSON
12 2 (2.74%) .NET
12 2 (2.74%) D3.js
12 2 (2.74%) Django
12 2 (2.74%) Play Framework
12 2 (2.74%) RESTful
13 1 (1.37%) J2EE
Miscellaneous
1 8 (10.96%) Greenfield Project
2 3 (4.11%) Analytical Skills
3 1 (1.37%) Cloud Native
3 1 (1.37%) Enterprise Cloud
3 1 (1.37%) Self-Motivation
3 1 (1.37%) Semantic Web
Operating Systems
1 4 (5.48%) Unix
2 2 (2.74%) Linux
Processes & Methodologies
1 64 (87.67%) Agile Software Development
2 38 (52.05%) TDD
3 30 (41.10%) Continuous Integration
4 26 (35.62%) Scrum
5 25 (34.25%) BDD
6 20 (27.40%) Software Engineering
7 18 (24.66%) DevOps
8 17 (23.29%) Test Automation
9 15 (20.55%) Microservices
10 13 (17.81%) DSDM
10 13 (17.81%) Mentoring
11 11 (15.07%) Analytics
11 11 (15.07%) Kanban
11 11 (15.07%) Software Testing
12 10 (13.70%) Business Intelligence
12 10 (13.70%) ETL
12 10 (13.70%) SDET
13 8 (10.96%) Data Science
14 7 (9.59%) Data Modelling
14 7 (9.59%) Data Transformation
Programming Languages
1 65 (89.04%) Java
2 24 (32.88%) Python
3 23 (31.51%) JavaScript
3 23 (31.51%) Ruby
4 22 (30.14%) Kotlin
4 22 (30.14%) SQL
5 18 (24.66%) C#
6 15 (20.55%) Java 8
7 13 (17.81%) Go
8 12 (16.44%) PHP
9 11 (15.07%) C
9 11 (15.07%) C++
10 5 (6.85%) T-SQL
11 4 (5.48%) R
12 1 (1.37%) Bash Shell
12 1 (1.37%) F#
12 1 (1.37%) PL/SQL
Qualifications
1 6 (8.22%) AWS Certification
2 2 (2.74%) Degree
Quality Assurance & Compliance
1 5 (6.85%) Data Quality
2 2 (2.74%) QA
System Software
1 27 (36.99%) Docker
2 3 (4.11%) HDFS
3 2 (2.74%) Apache Flume
Systems Management
1 26 (35.62%) Kubernetes
2 13 (17.81%) Opscode Chef
3 5 (6.85%) Oozie
4 2 (2.74%) Ambari
5 1 (1.37%) Puppet
Vendors
1 11 (15.07%) Google
1 11 (15.07%) Oracle
2 6 (8.22%) Salesforce.com
3 4 (5.48%) Hortonworks
4 3 (4.11%) Tableau
5 2 (2.74%) Cloudera
5 2 (2.74%) Platfora
6 1 (1.37%) Lotus
6 1 (1.37%) Microsoft